DocumentCode :
1337901
Title :
Calculation of the binomial survivor function [reliability applications]
Author :
Bowerman, Paul N. ; Scheuer, Ernest M.
Author_Institution :
Jet Propulsion Lab., Pasadena, CA, USA
Volume :
39
Issue :
2
fYear :
1990
fDate :
6/1/1990 12:00:00 AM
Firstpage :
162
Lastpage :
166
Abstract :
A method is presented for calculating the binomial SF (cumulative binomial distribution), binfc(k;p,n), especially for a large n, beyond the range of existing tables, where conventional computer programs fail because of underflow and overflow, and Gaussian or Poisson approximations yield insufficient accuracy for the purpose at hand. This method is used to calculate and sum the individual binomial terms while using multiplication factors to avoid underflow; the factors are then divided out of the partial sum whenever it has the potential to overflow. A computer program uses this technique to calculate the binomial SF for arbitrary inputs of k, p, and n. Two other algorithms are presented to determine the value of p needed to yield a specified SF for given values of k and n and calculate the value where p=SF for a given k and n. Reliability applications of each algorithm/program are given, e.g. the value of p needed to achieve a stated k-out-of-n :G system reliability and the value of p for which k -out-of-n:G system reliability equals p
Keywords :
C listings; probability; reliability theory; statistical analysis; C programming language; binomial survivor function; computer programs; cumulative binomial distribution; k-out-of-n:G system; multiplication factors; overflow; reliability applications; underflow; Application software; Distributed computing; Gaussian approximation; Laboratories; Probability; Propulsion; Reliability engineering; Reliability theory; Statistical distributions; Statistics;
fLanguage :
English
Journal_Title :
Reliability, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9529
Type :
jour
DOI :
10.1109/24.55876
Filename :
55876
Link To Document :
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